{"id":"W2901385283","doi":"10.1016/j.ecns.2018.09.005","title":"Simulation in Advanced Practice Nursing Programs: A North-American Survey","year":2018,"lang":"en","type":"article","venue":"Clinical Simulation in Nursing","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Accreditation; Certification; Curriculum; Modalities; Instructional simulation; Medical education; Component (thermodynamics); Nurse education; Computer science; Quality (philosophy); Nursing; Medicine; Psychology; Pedagogy; Educational technology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002247154,0.0002726887,0.0006351363,0.0004753094,0.0001676821,0.00005295911,0.0001254051,0.0002283547,0.00005051491],"category_scores_gemma":[0.01026129,0.0003032477,0.000109907,0.002672598,0.0006570072,0.000512455,0.00001314089,0.0007158567,0.00006292097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001266739,"about_ca_system_score_gemma":0.000522732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003002505,"about_ca_topic_score_gemma":0.0003468862,"domain_scores_codex":[0.9948801,0.001194661,0.001977997,0.0008002062,0.0005622082,0.0005847776],"domain_scores_gemma":[0.983781,0.01282917,0.000775592,0.000637568,0.001635496,0.0003411174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001159304,0.000937001,0.5720403,0.00001675604,0.000005762201,0.000002771197,0.001597503,0.2523244,7.447399e-7,0.00001596066,0.000009143054,0.1718904],"study_design_scores_gemma":[0.001639726,0.0005300069,0.5845795,0.0008286553,0.00002506239,0.000001218117,0.0007831402,0.411133,0.00000188284,0.0001715309,0.0001404058,0.0001658683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876577,0.00007995289,0.006299258,0.001900841,0.001348553,0.001624993,0.000004581979,0.0001537356,0.0009303521],"genre_scores_gemma":[0.9908037,0.00000729155,0.006975791,0.0009275897,0.0008720139,0.00003558769,0.0002738774,0.00006365724,0.00004054283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1717245,"threshold_uncertainty_score":0.9999419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1439955997970046,"score_gpt":0.568242322897517,"score_spread":0.4242467231005124,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}